Skip to content

FYP - Final Year Project - B.Eng in Mechatronics Engineering: Calorie-counting/diet-management Android application using ML image classifier and Bluetooth kitchen scale. This app uses the TensorFlow machine learning library, trained with the MobileNet image classification model, to detect food types. With the food classified, nutritional info is…

Notifications You must be signed in to change notification settings

LukeScales1/FYP

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

22 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Final Year Project - B.Eng in Mechatronic Engineering

This Android app was built for the Final Year Project of my B.Eng in Dublin City University, Ireland. It was an exploration into the capabilities for ML-based image classification to innovate within the calorie-counting/diet-management applicaton industry. Namely, the application uses a retrained version of the MobileNets image classification model to perform this on Android - implemented with the lightweight TensorFlow Lite ML library. This was on the leading edge of mobile-based ML in 2017/18!

Please excuse the code quality: my project was based on the apps' functionality and on my research, so code quality lapsed in the rush to complete the project. It will be cleaned up eventually!

Copyright © 2019 LukeScales

About

FYP - Final Year Project - B.Eng in Mechatronics Engineering: Calorie-counting/diet-management Android application using ML image classifier and Bluetooth kitchen scale. This app uses the TensorFlow machine learning library, trained with the MobileNet image classification model, to detect food types. With the food classified, nutritional info is…

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published